How do I stop the iterator module mid-iteration?

Yes it is possible. Put filters and it will be make it not proceed and it will not consume any operations.
Before iterator set a custom variable to 0 and when you pass it and got what you need update that variable again to different value and use filter after the iterator to do not proceed if value is changed.

Have a look to this to update custom variable

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